Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 26860 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 625 |
| Duplicate rows (%) | 2.3% |
| Total size in memory | 3.9 MiB |
| Average record size in memory | 152.0 B |
Variable types
| Numeric | 15 |
|---|---|
| Categorical | 4 |
| Dataset has 625 (2.3%) duplicate rows | Duplicates |
Temperature is highly overall correlated with Feels Like and 1 other fields | High correlation |
Feels Like is highly overall correlated with Temperature and 1 other fields | High correlation |
Humidity is highly overall correlated with Visibility | High correlation |
Clouds is highly overall correlated with Weather Main | High correlation |
Rain 1h is highly overall correlated with Weather Severity | High correlation |
Snow 1h is highly overall correlated with Weather Main | High correlation |
Departure Gate is highly overall correlated with Arrival IATA Code | High correlation |
Arrival IATA Code is highly overall correlated with Departure Gate | High correlation |
Weather Main is highly overall correlated with Clouds and 3 other fields | High correlation |
Weather Severity is highly overall correlated with Rain 1h and 2 other fields | High correlation |
Season is highly overall correlated with Temperature and 1 other fields | High correlation |
Visibility is highly overall correlated with Humidity and 2 other fields | High correlation |
Arrival IATA Code has 535 (2.0%) zeros | Zeros |
Airline Name has 338 (1.3%) zeros | Zeros |
Weather Main has 2791 (10.4%) zeros | Zeros |
Weekday of Departure has 3492 (13.0%) zeros | Zeros |
Reproduction
| Analysis started | 2024-02-21 22:59:20.642726 |
|---|---|
| Analysis finished | 2024-02-21 23:00:15.383951 |
| Duration | 54.74 seconds |
| Software version | ydata-profiling vv4.6.1 |
| Download configuration | config.json |
Departure Delay (min)
Real number (ℝ)
| Distinct | 234 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.4651406 × 10-18 |
| Minimum | -0.86281973 |
|---|---|
| Maximum | 43.977065 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 16479 |
| Negative (%) | 61.4% |
| Memory size | 210.0 KiB |
Quantile statistics
| Minimum | -0.86281973 |
|---|---|
| 5-th percentile | -0.7734379 |
| Q1 | -0.44570452 |
| median | -0.17755903 |
| Q3 | 0.20976223 |
| 95-th percentile | 1.0737866 |
| Maximum | 43.977065 |
| Range | 44.839885 |
| Interquartile range (IQR) | 0.65546675 |
Descriptive statistics
| Standard deviation | 1.0000186 |
|---|---|
| Coefficient of variation (CV) | 1.1813373 × 1017 |
| Kurtosis | 526.8642 |
| Mean | 8.4651406 × 10-18 |
| Median Absolute Deviation (MAD) | 0.29793943 |
| Skewness | 15.764329 |
| Sum | -1.9895197 × 10-13 |
| Variance | 1.0000372 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -0.8628197281 | 1102 | 4.1% |
| -0.2371469208 | 938 | 3.5% |
| -0.4159105801 | 836 | 3.1% |
| -0.3861166369 | 829 | 3.1% |
| -0.266940864 | 810 | 3.0% |
| -0.4457045233 | 788 | 2.9% |
| -0.4754984665 | 761 | 2.8% |
| -0.3265287504 | 747 | 2.8% |
| 0.03099856801 | 735 | 2.7% |
| -0.117971148 | 724 | 2.7% |
| Other values (224) | 18590 |
| Value | Count | Frequency (%) |
| -0.8628197281 | 1102 | |
| -0.8330257849 | 83 | 0.3% |
| -0.8032318417 | 117 | 0.4% |
| -0.7734378985 | 153 | 0.6% |
| -0.7436439553 | 193 | 0.7% |
| -0.7138500121 | 240 | 0.9% |
| -0.6840560689 | 273 | 1.0% |
| -0.6542621257 | 331 | 1.2% |
| -0.6244681825 | 361 | 1.3% |
| -0.5946742393 | 468 |
| Value | Count | Frequency (%) |
| 43.9770648 | 1 | |
| 42.8746889 | 1 | |
| 42.04045849 | 1 | |
| 35.18785155 | 1 | |
| 31.76154808 | 1 | |
| 24.16409256 | 1 | |
| 22.37645597 | 1 | |
| 19.99294052 | 1 | |
| 19.69500108 | 1 | |
| 14.18312159 | 1 |
Temperature
Real number (ℝ)
HIGH CORRELATION
| Distinct | 1536 |
|---|---|
| Distinct (%) | 5.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | -2.4918277 |
|---|---|
| Maximum | 3.3104091 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 15014 |
| Negative (%) | 55.9% |
| Memory size | 210.0 KiB |
Quantile statistics
| Minimum | -2.4918277 |
|---|---|
| 5-th percentile | -1.5287662 |
| Q1 | -0.72084469 |
| median | -0.09551107 |
| Q3 | 0.59665209 |
| 95-th percentile | 1.7852633 |
| Maximum | 3.3104091 |
| Range | 5.8022367 |
| Interquartile range (IQR) | 1.3174968 |
Descriptive statistics
| Standard deviation | 1.0000186 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0.3826244 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0.66232855 |
| Skewness | 0.51350762 |
| Sum | 1.1368684 × 10-13 |
| Variance | 1.0000372 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -1.532346329 | 132 | 0.5% |
| -1.651684806 | 113 | 0.4% |
| -0.255424629 | 102 | 0.4% |
| -0.3640226428 | 90 | 0.3% |
| -1.054992423 | 88 | 0.3% |
| -0.1265390742 | 85 | 0.3% |
| -0.3389615627 | 83 | 0.3% |
| -0.1874016973 | 73 | 0.3% |
| -0.291226172 | 71 | 0.3% |
| 0.3054662113 | 69 | 0.3% |
| Other values (1526) | 25954 |
| Value | Count | Frequency (%) |
| -2.491827682 | 4 | < 0.1% |
| -2.485860758 | 5 | < 0.1% |
| -2.463186447 | 14 | |
| -2.415451057 | 12 | < 0.1% |
| -2.380842898 | 5 | < 0.1% |
| -2.34862151 | 1 | < 0.1% |
| -2.342654586 | 12 | < 0.1% |
| -2.336687662 | 25 | |
| -2.32356043 | 30 | |
| -2.309239812 | 28 |
| Value | Count | Frequency (%) |
| 3.310409054 | 15 | |
| 3.274607511 | 9 | < 0.1% |
| 3.259093509 | 28 | |
| 3.166009497 | 27 | |
| 3.164816112 | 16 | |
| 3.088439487 | 14 | |
| 3.080085794 | 15 | |
| 3.077699024 | 19 | |
| 3.056218099 | 9 | < 0.1% |
| 3.055024714 | 25 |
Feels Like
Real number (ℝ)
HIGH CORRELATION
| Distinct | 1647 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -8.4651406 × 10-18 |
| Minimum | -2.4608667 |
|---|---|
| Maximum | 3.134223 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 14539 |
| Negative (%) | 54.1% |
| Memory size | 210.0 KiB |
Quantile statistics
| Minimum | -2.4608667 |
|---|---|
| 5-th percentile | -1.5444208 |
| Q1 | -0.70104708 |
| median | -0.066740705 |
| Q3 | 0.6051166 |
| 95-th percentile | 1.7560021 |
| Maximum | 3.134223 |
| Range | 5.5950896 |
| Interquartile range (IQR) | 1.3061637 |
Descriptive statistics
| Standard deviation | 1.0000186 |
|---|---|
| Coefficient of variation (CV) | -1.1813373 × 1017 |
| Kurtosis | 0.14165613 |
| Mean | -8.4651406 × 10-18 |
| Median Absolute Deviation (MAD) | 0.64749994 |
| Skewness | 0.41799309 |
| Sum | -5.6843419 × 10-14 |
| Variance | 1.0000372 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.00430160792 | 89 | 0.3% |
| -1.739279741 | 77 | 0.3% |
| -0.9425909407 | 76 | 0.3% |
| 0.2915155321 | 69 | 0.3% |
| -0.04238334089 | 68 | 0.3% |
| 0.07026947037 | 68 | 0.3% |
| -0.3194483632 | 67 | 0.2% |
| 0.02662919213 | 65 | 0.2% |
| -0.6076771775 | 62 | 0.2% |
| -0.6066622874 | 62 | 0.2% |
| Other values (1637) | 26157 |
| Value | Count | Frequency (%) |
| -2.460866667 | 5 | < 0.1% |
| -2.373586111 | 24 | |
| -2.326901162 | 10 | < 0.1% |
| -2.319796931 | 21 | |
| -2.312692699 | 4 | < 0.1% |
| -2.305588468 | 12 | < 0.1% |
| -2.289350225 | 46 | |
| -2.282245993 | 5 | < 0.1% |
| -2.270067311 | 9 | < 0.1% |
| -2.240635496 | 12 | < 0.1% |
| Value | Count | Frequency (%) |
| 3.134222958 | 15 | |
| 3.113925155 | 28 | |
| 3.086523119 | 9 | < 0.1% |
| 3.074344437 | 16 | |
| 3.028674379 | 27 | |
| 2.987063881 | 25 | |
| 2.98401921 | 15 | |
| 2.969810747 | 14 | |
| 2.960676736 | 9 | < 0.1% |
| 2.958646955 | 17 |
Pressure
Real number (ℝ)
| Distinct | 78 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.0873981 × 10-15 |
| Minimum | -3.4574709 |
|---|---|
| Maximum | 2.1988041 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 12237 |
| Negative (%) | 45.6% |
| Memory size | 210.0 KiB |
Quantile statistics
| Minimum | -3.4574709 |
|---|---|
| 5-th percentile | -1.7020752 |
| Q1 | -0.62933339 |
| median | 0.15084247 |
| Q3 | 0.63845238 |
| 95-th percentile | 1.6136722 |
| Maximum | 2.1988041 |
| Range | 5.656275 |
| Interquartile range (IQR) | 1.2677858 |
Descriptive statistics
| Standard deviation | 1.0000186 |
|---|---|
| Coefficient of variation (CV) | 1.2365146 × 1014 |
| Kurtosis | 0.53103626 |
| Mean | 8.0873981 × 10-15 |
| Median Absolute Deviation (MAD) | 0.58513189 |
| Skewness | -0.54417648 |
| Sum | 2.1668711 × 10-10 |
| Variance | 1.0000372 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.3458864357 | 1571 | 5.8% |
| 0.2483644534 | 1357 | 5.1% |
| 0.443408418 | 1255 | 4.7% |
| -0.3367674405 | 1074 | 4.0% |
| 0.735974365 | 1068 | 4.0% |
| 0.1508424711 | 1040 | 3.9% |
| -0.4342894228 | 990 | 3.7% |
| 0.6384523827 | 980 | 3.6% |
| 0.05332048876 | 936 | 3.5% |
| 0.5409304004 | 883 | 3.3% |
| Other values (68) | 15706 |
| Value | Count | Frequency (%) |
| -3.457470875 | 98 | |
| -3.359948892 | 80 | |
| -3.26242691 | 25 | 0.1% |
| -3.164904928 | 37 | 0.1% |
| -3.067382945 | 41 | |
| -2.969860963 | 29 | 0.1% |
| -2.872338981 | 3 | < 0.1% |
| -2.774816999 | 43 | |
| -2.677295016 | 66 | |
| -2.579773034 | 41 |
| Value | Count | Frequency (%) |
| 2.1988041 | 30 | 0.1% |
| 2.101282117 | 40 | 0.1% |
| 2.003760135 | 63 | 0.2% |
| 1.906238153 | 343 | |
| 1.808716171 | 469 | |
| 1.711194188 | 266 | |
| 1.613672206 | 134 | 0.5% |
| 1.516150224 | 186 | 0.7% |
| 1.418628241 | 294 | |
| 1.321106259 | 476 |
Humidity
Real number (ℝ)
HIGH CORRELATION
| Distinct | 74 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -8.6445288 × 10-16 |
| Minimum | -3.3398262 |
|---|---|
| Maximum | 1.8349776 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 13225 |
| Negative (%) | 49.2% |
| Memory size | 210.0 KiB |
Quantile statistics
| Minimum | -3.3398262 |
|---|---|
| 5-th percentile | -1.7610725 |
| Q1 | -0.70857005 |
| median | 0.080806798 |
| Q3 | 0.78247511 |
| 95-th percentile | 1.3964349 |
| Maximum | 1.8349776 |
| Range | 5.1748038 |
| Interquartile range (IQR) | 1.4910452 |
Descriptive statistics
| Standard deviation | 1.0000186 |
|---|---|
| Coefficient of variation (CV) | -1.1568226 × 1015 |
| Kurtosis | -0.45840448 |
| Mean | -8.6445288 × 10-16 |
| Median Absolute Deviation (MAD) | 0.78937685 |
| Skewness | -0.36909149 |
| Sum | -2.2737368 × 10-11 |
| Variance | 1.0000372 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.396434881 | 1030 | 3.8% |
| 0.1685153365 | 1016 | 3.8% |
| -0.006901741166 | 926 | 3.4% |
| -0.09461028002 | 908 | 3.4% |
| -0.2700273577 | 907 | 3.4% |
| 0.519349492 | 887 | 3.3% |
| 0.08080679769 | 866 | 3.2% |
| 0.3439324143 | 860 | 3.2% |
| 1.221017803 | 837 | 3.1% |
| 0.6070580308 | 828 | 3.1% |
| Other values (64) | 17795 |
| Value | Count | Frequency (%) |
| -3.339826218 | 16 | 0.1% |
| -3.076700601 | 8 | < 0.1% |
| -2.988992062 | 26 | 0.1% |
| -2.901283523 | 45 | |
| -2.813574985 | 52 | |
| -2.725866446 | 29 | 0.1% |
| -2.638157907 | 11 | < 0.1% |
| -2.550449368 | 16 | 0.1% |
| -2.462740829 | 106 | |
| -2.37503229 | 101 |
| Value | Count | Frequency (%) |
| 1.834977575 | 48 | 0.2% |
| 1.747269036 | 139 | 0.5% |
| 1.659560497 | 89 | 0.3% |
| 1.571851958 | 345 | 1.3% |
| 1.484143419 | 706 | |
| 1.396434881 | 1030 | |
| 1.308726342 | 826 | |
| 1.221017803 | 837 | |
| 1.133309264 | 745 | |
| 1.080684141 | 1 | < 0.1% |
Wind Speed
Real number (ℝ)
| Distinct | 341 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.7721124 × 10-17 |
| Minimum | -1.3140799 |
|---|---|
| Maximum | 5.495108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 15913 |
| Negative (%) | 59.2% |
| Memory size | 210.0 KiB |
Quantile statistics
| Minimum | -1.3140799 |
|---|---|
| 5-th percentile | -1.115497 |
| Q1 | -0.7227441 |
| median | -0.32557825 |
| Q3 | 0.5040571 |
| 95-th percentile | 2.0927205 |
| Maximum | 5.495108 |
| Range | 6.8091879 |
| Interquartile range (IQR) | 1.2268012 |
Descriptive statistics
| Standard deviation | 1.0000186 |
|---|---|
| Coefficient of variation (CV) | -1.4766716 × 1016 |
| Kurtosis | 1.9564603 |
| Mean | -6.7721124 × 10-17 |
| Median Absolute Deviation (MAD) | 0.59133583 |
| Skewness | 1.3727133 |
| Sum | -2.9558578 × 10-12 |
| Variance | 1.0000372 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -0.9213270286 | 2819 | 10.5% |
| -0.722744101 | 2681 | 10.0% |
| -1.115497002 | 1761 | 6.6% |
| -0.5241611735 | 1742 | 6.5% |
| -0.3255782459 | 1179 | 4.4% |
| 0.7291177472 | 1077 | 4.0% |
| 0.2745834907 | 844 | 3.1% |
| 0.0495228395 | 819 | 3.0% |
| 0.5040570959 | 721 | 2.7% |
| 0.9541783984 | 717 | 2.7% |
| Other values (331) | 12500 |
| Value | Count | Frequency (%) |
| -1.31407993 | 112 | 0.4% |
| -1.239059713 | 10 | < 0.1% |
| -1.172865403 | 8 | < 0.1% |
| -1.137561772 | 10 | < 0.1% |
| -1.115497002 | 1761 | |
| -1.10225814 | 42 | 0.2% |
| -1.075780417 | 18 | 0.1% |
| -1.049302693 | 23 | 0.1% |
| -1.044889739 | 9 | < 0.1% |
| -1.027237923 | 16 | 0.1% |
| Value | Count | Frequency (%) |
| 5.495108009 | 1 | < 0.1% |
| 4.59045245 | 13 | < 0.1% |
| 4.360978845 | 34 | 0.1% |
| 4.135918193 | 57 | 0.2% |
| 3.906444588 | 13 | < 0.1% |
| 3.681383937 | 66 | 0.2% |
| 3.451910332 | 56 | 0.2% |
| 3.22684968 | 96 | |
| 2.997376075 | 106 | |
| 2.772315424 | 178 |
Wind Degree
Real number (ℝ)
| Distinct | 256 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0422704 × 10-16 |
| Minimum | -1.7352398 |
|---|---|
| Maximum | 1.6778605 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 11214 |
| Negative (%) | 41.7% |
| Memory size | 210.0 KiB |
Quantile statistics
| Minimum | -1.7352398 |
|---|---|
| 5-th percentile | -1.6404315 |
| Q1 | -1.0905431 |
| median | 0.36002455 |
| Q3 | 0.82458544 |
| 95-th percentile | 1.3934355 |
| Maximum | 1.6778605 |
| Range | 3.4131004 |
| Interquartile range (IQR) | 1.9151285 |
Descriptive statistics
| Standard deviation | 1.0000186 |
|---|---|
| Coefficient of variation (CV) | 9.5946175 × 1015 |
| Kurtosis | -1.2005299 |
| Mean | 1.0422704 × 10-16 |
| Median Absolute Deviation (MAD) | 0.59729257 |
| Skewness | -0.40182708 |
| Sum | 2.5011104 × 10-12 |
| Variance | 1.0000372 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.616007083 | 2401 | 8.9% |
| 0.8245854391 | 2281 | 8.5% |
| 0.3979478924 | 1005 | 3.7% |
| 0.1893695363 | 909 | 3.4% |
| 1.04264463 | 906 | 3.4% |
| -1.517180651 | 863 | 3.2% |
| -1.45081481 | 828 | 3.1% |
| -1.308602294 | 823 | 3.1% |
| -0.02868965428 | 782 | 2.9% |
| -1.735239841 | 754 | 2.8% |
| Other values (246) | 15308 |
| Value | Count | Frequency (%) |
| -1.735239841 | 754 | |
| -1.725759007 | 30 | 0.1% |
| -1.716278172 | 11 | < 0.1% |
| -1.706797338 | 34 | 0.1% |
| -1.697316504 | 24 | 0.1% |
| -1.687835669 | 19 | 0.1% |
| -1.659393166 | 1 | < 0.1% |
| -1.640431497 | 517 | |
| -1.60250816 | 11 | < 0.1% |
| -1.593027325 | 85 | 0.3% |
| Value | Count | Frequency (%) |
| 1.677860533 | 283 | |
| 1.668379698 | 15 | 0.1% |
| 1.658898864 | 5 | < 0.1% |
| 1.630456361 | 1 | < 0.1% |
| 1.620975526 | 16 | 0.1% |
| 1.583052189 | 248 | |
| 1.554609686 | 19 | 0.1% |
| 1.545128851 | 22 | 0.1% |
| 1.488243845 | 116 | |
| 1.478763011 | 10 | < 0.1% |
Clouds
Real number (ℝ)
HIGH CORRELATION
| Distinct | 118 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.4560481 × 10-16 |
| Minimum | -2.2225421 |
|---|---|
| Maximum | 0.6650775 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 8588 |
| Negative (%) | 32.0% |
| Memory size | 210.0 KiB |
Quantile statistics
| Minimum | -2.2225421 |
|---|---|
| 5-th percentile | -2.0781611 |
| Q1 | -0.46109415 |
| median | 0.6650775 |
| Q3 | 0.6650775 |
| 95-th percentile | 0.6650775 |
| Maximum | 0.6650775 |
| Range | 2.8876196 |
| Interquartile range (IQR) | 1.1261717 |
Descriptive statistics
| Standard deviation | 1.0000186 |
|---|---|
| Coefficient of variation (CV) | -4.0716573 × 1015 |
| Kurtosis | -0.16994757 |
| Mean | -2.4560481 × 10-16 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.2092328 |
| Sum | -5.4569682 × 10-12 |
| Variance | 1.0000372 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.665077497 | 14702 | |
| -0.05682740808 | 829 | 3.1% |
| -2.049284946 | 590 | 2.2% |
| -2.222542123 | 548 | 2.0% |
| 0.6362013008 | 385 | 1.4% |
| -2.193665927 | 321 | 1.2% |
| -2.02040875 | 320 | 1.2% |
| 0.520696516 | 280 | 1.0% |
| 0.4918203198 | 269 | 1.0% |
| 0.5495727122 | 261 | 1.0% |
| Other values (108) | 8355 |
| Value | Count | Frequency (%) |
| -2.222542123 | 548 | |
| -2.193665927 | 321 | |
| -2.164789731 | 116 | 0.4% |
| -2.135913535 | 220 | 0.8% |
| -2.107037339 | 128 | 0.5% |
| -2.078161142 | 199 | 0.7% |
| -2.049284946 | 590 | |
| -2.02040875 | 320 | |
| -1.991532554 | 132 | 0.5% |
| -1.962656358 | 160 | 0.6% |
| Value | Count | Frequency (%) |
| 0.665077497 | 14702 | |
| 0.6419765401 | 2 | < 0.1% |
| 0.6362013008 | 385 | 1.4% |
| 0.6073251046 | 212 | 0.8% |
| 0.5784489084 | 215 | 0.8% |
| 0.5495727122 | 261 | 1.0% |
| 0.520696516 | 280 | 1.0% |
| 0.4918203198 | 269 | 1.0% |
| 0.4629441236 | 252 | 0.9% |
| 0.4340679274 | 158 | 0.6% |
Rain 1h
Real number (ℝ)
HIGH CORRELATION
| Distinct | 95 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.0499441 × 10-17 |
| Minimum | -0.19794087 |
|---|---|
| Maximum | 14.234522 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 24902 |
| Negative (%) | 92.7% |
| Memory size | 210.0 KiB |
Quantile statistics
| Minimum | -0.19794087 |
|---|---|
| 5-th percentile | -0.19794087 |
| Q1 | -0.19794087 |
| median | -0.19794087 |
| Q3 | -0.19794087 |
| 95-th percentile | 0.78477688 |
| Maximum | 14.234522 |
| Range | 14.432463 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.0000186 |
|---|---|
| Coefficient of variation (CV) | 1.9802568 × 1016 |
| Kurtosis | 78.455131 |
| Mean | 5.0499441 × 10-17 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.8589033 |
| Sum | 1.3642421 × 10-12 |
| Variance | 1.0000372 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -0.1979408745 | 24898 | |
| 0.7847768803 | 424 | 1.6% |
| 1.26650127 | 64 | 0.2% |
| 1.478460001 | 64 | 0.2% |
| 4.368806339 | 49 | 0.2% |
| 1.343577172 | 44 | 0.2% |
| 1.728956684 | 40 | 0.1% |
| 1.632611806 | 40 | 0.1% |
| 2.152874147 | 39 | 0.1% |
| 2.364832878 | 39 | 0.1% |
| Other values (85) | 1159 | 4.3% |
| Value | Count | Frequency (%) |
| -0.1979408745 | 24898 | |
| -0.113157382 | 1 | < 0.1% |
| -0.09774220148 | 2 | < 0.1% |
| -0.08618081613 | 1 | < 0.1% |
| 0.01401785692 | 1 | < 0.1% |
| 0.03714062762 | 2 | < 0.1% |
| 0.05255580809 | 19 | 0.1% |
| 0.1103627348 | 4 | < 0.1% |
| 0.1373393007 | 1 | < 0.1% |
| 0.148900686 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 14.23452184 | 27 | |
| 11.63321014 | 16 | |
| 11.28636857 | 11 | < 0.1% |
| 9.744850528 | 1 | < 0.1% |
| 9.16678126 | 34 | |
| 7.914297847 | 8 | < 0.1% |
| 7.85649092 | 22 | |
| 7.297690628 | 13 | < 0.1% |
| 6.835235214 | 4 | < 0.1% |
| 6.449855703 | 5 | < 0.1% |
Snow 1h
Real number (ℝ)
HIGH CORRELATION
| Distinct | 86 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.8497852 × 10-18 |
| Minimum | -0.17908918 |
|---|---|
| Maximum | 25.003827 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 25247 |
| Negative (%) | 94.0% |
| Memory size | 210.0 KiB |
Quantile statistics
| Minimum | -0.17908918 |
|---|---|
| 5-th percentile | -0.17908918 |
| Q1 | -0.17908918 |
| median | -0.17908918 |
| Q3 | -0.17908918 |
| 95-th percentile | 0.67456899 |
| Maximum | 25.003827 |
| Range | 25.182916 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.0000186 |
|---|---|
| Coefficient of variation (CV) | 1.2739439 × 1017 |
| Kurtosis | 113.85882 |
| Mean | 7.8497852 × 10-18 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.1362461 |
| Sum | 9.094947 × 10-13 |
| Variance | 1.0000372 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -0.1790891768 | 25246 | |
| 0.3900162646 | 100 | 0.4% |
| 1.385950787 | 90 | 0.3% |
| 0.2951653577 | 71 | 0.3% |
| 0.6745689853 | 64 | 0.2% |
| 4.990285249 | 56 | 0.2% |
| 1.670503508 | 52 | 0.2% |
| 1.812779868 | 51 | 0.2% |
| 0.4374417181 | 43 | 0.2% |
| 1.623078054 | 38 | 0.1% |
| Other values (76) | 1049 | 3.9% |
| Value | Count | Frequency (%) |
| -0.1790891768 | 25246 | |
| -0.0557829978 | 1 | < 0.1% |
| 0.03906790909 | 1 | < 0.1% |
| 0.07700827185 | 1 | < 0.1% |
| 0.2761951763 | 1 | < 0.1% |
| 0.2951653577 | 71 | 0.3% |
| 0.3900162646 | 100 | 0.4% |
| 0.4374417181 | 43 | 0.2% |
| 0.4848671715 | 6 | < 0.1% |
| 0.532292625 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 25.0038266 | 1 | < 0.1% |
| 17.13120133 | 1 | < 0.1% |
| 15.70843773 | 29 | |
| 14.80735411 | 6 | < 0.1% |
| 10.4442124 | 14 | |
| 7.788387003 | 1 | < 0.1% |
| 7.551259735 | 1 | < 0.1% |
| 7.314132468 | 22 | |
| 7.124430654 | 13 | |
| 7.029579747 | 14 |
Departure Gate
Real number (ℝ)
HIGH CORRELATION
| Distinct | 73 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.714036 |
| Minimum | 0 |
|---|---|
| Maximum | 72 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 210.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 28 |
| median | 49 |
| Q3 | 58 |
| 95-th percentile | 69 |
| Maximum | 72 |
| Range | 72 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 17.746527 |
|---|---|
| Coefficient of variation (CV) | 0.40596862 |
| Kurtosis | -0.95859068 |
| Mean | 43.714036 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | -0.34164141 |
| Sum | 1174159 |
| Variance | 314.93922 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 50 | 4276 | 15.9% |
| 64 | 737 | 2.7% |
| 39 | 672 | 2.5% |
| 63 | 666 | 2.5% |
| 27 | 650 | 2.4% |
| 26 | 639 | 2.4% |
| 28 | 630 | 2.3% |
| 16 | 622 | 2.3% |
| 67 | 587 | 2.2% |
| 69 | 575 | 2.1% |
| Other values (63) | 16806 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 110 | 0.4% |
| 5 | 1 | < 0.1% |
| 6 | 24 | 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 568 |
| Value | Count | Frequency (%) |
| 72 | 161 | 0.6% |
| 71 | 343 | |
| 70 | 396 | |
| 69 | 575 | |
| 68 | 509 | |
| 67 | 587 | |
| 66 | 528 | |
| 65 | 570 | |
| 64 | 737 | |
| 63 | 666 |
Arrival IATA Code
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 68 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.346054 |
| Minimum | 0 |
|---|---|
| Maximum | 67 |
| Zeros | 535 |
| Zeros (%) | 2.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 210.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 17 |
| median | 33 |
| Q3 | 56 |
| 95-th percentile | 65 |
| Maximum | 67 |
| Range | 67 |
| Interquartile range (IQR) | 39 |
Descriptive statistics
| Standard deviation | 20.821909 |
|---|---|
| Coefficient of variation (CV) | 0.58908724 |
| Kurtosis | -1.3487878 |
| Mean | 35.346054 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | -0.054139381 |
| Sum | 949395 |
| Variance | 433.5519 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 65 | 2662 | 9.9% |
| 23 | 1947 | 7.2% |
| 56 | 1620 | 6.0% |
| 14 | 1106 | 4.1% |
| 51 | 1057 | 3.9% |
| 33 | 899 | 3.3% |
| 52 | 883 | 3.3% |
| 49 | 799 | 3.0% |
| 7 | 700 | 2.6% |
| 15 | 628 | 2.3% |
| Other values (58) | 14559 |
| Value | Count | Frequency (%) |
| 0 | 535 | |
| 1 | 501 | |
| 2 | 124 | 0.5% |
| 3 | 208 | 0.8% |
| 4 | 626 | |
| 5 | 243 | 0.9% |
| 6 | 206 | 0.8% |
| 7 | 700 | |
| 8 | 569 | |
| 9 | 111 | 0.4% |
| Value | Count | Frequency (%) |
| 67 | 112 | 0.4% |
| 66 | 117 | 0.4% |
| 65 | 2662 | |
| 64 | 255 | 0.9% |
| 63 | 178 | 0.7% |
| 62 | 473 | 1.8% |
| 61 | 283 | 1.1% |
| 60 | 613 | 2.3% |
| 59 | 115 | 0.4% |
| 58 | 220 | 0.8% |
Airline Name
Real number (ℝ)
ZEROS
| Distinct | 107 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.251824 |
| Minimum | 0 |
|---|---|
| Maximum | 106 |
| Zeros | 338 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 210.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 3 |
| median | 26 |
| Q3 | 78 |
| 95-th percentile | 99 |
| Maximum | 106 |
| Range | 106 |
| Interquartile range (IQR) | 75 |
Descriptive statistics
| Standard deviation | 37.868237 |
|---|---|
| Coefficient of variation (CV) | 0.94078312 |
| Kurtosis | -1.442004 |
| Mean | 40.251824 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 0.45882603 |
| Sum | 1081164 |
| Variance | 1434.0034 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3 | 6276 | |
| 99 | 3128 | 11.6% |
| 13 | 2114 | 7.9% |
| 59 | 1365 | 5.1% |
| 4 | 1217 | 4.5% |
| 91 | 920 | 3.4% |
| 34 | 827 | 3.1% |
| 92 | 697 | 2.6% |
| 73 | 675 | 2.5% |
| 19 | 659 | 2.5% |
| Other values (97) | 8982 |
| Value | Count | Frequency (%) |
| 0 | 338 | 1.3% |
| 1 | 219 | 0.8% |
| 2 | 283 | 1.1% |
| 3 | 6276 | |
| 4 | 1217 | 4.5% |
| 5 | 30 | 0.1% |
| 6 | 299 | 1.1% |
| 7 | 595 | 2.2% |
| 8 | 215 | 0.8% |
| 9 | 63 | 0.2% |
| Value | Count | Frequency (%) |
| 106 | 1 | < 0.1% |
| 105 | 1 | < 0.1% |
| 104 | 442 | 1.6% |
| 103 | 1 | < 0.1% |
| 102 | 1 | < 0.1% |
| 101 | 1 | < 0.1% |
| 100 | 10 | < 0.1% |
| 99 | 3128 | |
| 98 | 1 | < 0.1% |
| 97 | 324 | 1.2% |
Weather Main
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5820923 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 2791 |
| Zeros (%) | 10.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 210.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.6180364 |
|---|---|
| Coefficient of variation (CV) | 1.0227193 |
| Kurtosis | 1.7512821 |
| Mean | 1.5820923 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.7736063 |
| Sum | 42495 |
| Variance | 2.6180419 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 1 | 19281 | |
| 0 | 2791 | 10.4% |
| 5 | 1713 | 6.4% |
| 6 | 1524 | 5.7% |
| 4 | 1180 | 4.4% |
| 2 | 328 | 1.2% |
| 3 | 43 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 2791 | 10.4% |
| 1 | 19281 | |
| 2 | 328 | 1.2% |
| 3 | 43 | 0.2% |
| 4 | 1180 | 4.4% |
| 5 | 1713 | 6.4% |
| 6 | 1524 | 5.7% |
| Value | Count | Frequency (%) |
| 6 | 1524 | 5.7% |
| 5 | 1713 | 6.4% |
| 4 | 1180 | 4.4% |
| 3 | 43 | 0.2% |
| 2 | 328 | 1.2% |
| 1 | 19281 | |
| 0 | 2791 | 10.4% |
Departure Time of Day
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 2.0 | |
|---|---|
| 0.0 | |
| 1.0 | |
| 3.0 | 131 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 80580 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 10287 | |
| 0.0 | 9233 | |
| 1.0 | 7209 | |
| 3.0 | 131 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2.0 | 10287 | |
| 0.0 | 9233 | |
| 1.0 | 7209 | |
| 3.0 | 131 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 36093 | |
| . | 26860 | |
| 2 | 10287 | 12.8% |
| 1 | 7209 | 8.9% |
| 3 | 131 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 53720 | |
| Other Punctuation | 26860 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 36093 | |
| 2 | 10287 | 19.1% |
| 1 | 7209 | 13.4% |
| 3 | 131 | 0.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 26860 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 80580 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 36093 | |
| . | 26860 | |
| 2 | 10287 | 12.8% |
| 1 | 7209 | 8.9% |
| 3 | 131 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 80580 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 36093 | |
| . | 26860 | |
| 2 | 10287 | 12.8% |
| 1 | 7209 | 8.9% |
| 3 | 131 | 0.2% |
Weekday of Departure
Real number (ℝ)
ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0577439 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 3492 |
| Zeros (%) | 13.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 210.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.0080022 |
|---|---|
| Coefficient of variation (CV) | 0.65669404 |
| Kurtosis | -1.2853291 |
| Mean | 3.0577439 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.029638291 |
| Sum | 82131 |
| Variance | 4.0320726 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 1 | 4370 | |
| 5 | 4209 | |
| 3 | 3994 | |
| 6 | 3981 | |
| 4 | 3610 | |
| 0 | 3492 | |
| 2 | 3204 |
| Value | Count | Frequency (%) |
| 0 | 3492 | |
| 1 | 4370 | |
| 2 | 3204 | |
| 3 | 3994 | |
| 4 | 3610 | |
| 5 | 4209 | |
| 6 | 3981 |
| Value | Count | Frequency (%) |
| 6 | 3981 | |
| 5 | 4209 | |
| 4 | 3610 | |
| 3 | 3994 | |
| 2 | 3204 | |
| 1 | 4370 | |
| 0 | 3492 |
Weather Severity
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 80580 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 23303 | |
| 0.0 | 3557 | 13.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 23303 | |
| 0.0 | 3557 | 13.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 30417 | |
| . | 26860 | |
| 1 | 23303 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 53720 | |
| Other Punctuation | 26860 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 30417 | |
| 1 | 23303 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 26860 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 80580 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 30417 | |
| . | 26860 | |
| 1 | 23303 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 80580 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 30417 | |
| . | 26860 | |
| 1 | 23303 |
Season
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 80580 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 20440 | |
| 1.0 | 6420 | 23.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 20440 | |
| 1.0 | 6420 | 23.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 47300 | |
| . | 26860 | |
| 1 | 6420 | 8.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 53720 | |
| Other Punctuation | 26860 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 47300 | |
| 1 | 6420 | 12.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 26860 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 80580 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 47300 | |
| . | 26860 | |
| 1 | 6420 | 8.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 80580 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 47300 | |
| . | 26860 | |
| 1 | 6420 | 8.0% |
Visibility
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 80580 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 22400 | |
| 1.0 | 4460 | 16.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 22400 | |
| 1.0 | 4460 | 16.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 49260 | |
| . | 26860 | |
| 1 | 4460 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 53720 | |
| Other Punctuation | 26860 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 49260 | |
| 1 | 4460 | 8.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 26860 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 80580 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 49260 | |
| . | 26860 | |
| 1 | 4460 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 80580 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 49260 | |
| . | 26860 | |
| 1 | 4460 | 5.5% |
| Departure Delay (min) | Temperature | Feels Like | Pressure | Humidity | Wind Speed | Wind Degree | Clouds | Rain 1h | Snow 1h | Departure Gate | Arrival IATA Code | Airline Name | Weather Main | Weekday of Departure | Departure Time of Day | Weather Severity | Season | Visibility | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Departure Delay (min) | 1.000 | -0.105 | -0.114 | -0.040 | 0.007 | 0.072 | 0.018 | 0.027 | -0.002 | 0.097 | -0.022 | -0.038 | 0.020 | 0.054 | -0.021 | 0.005 | 0.018 | 0.045 | 0.017 |
| Temperature | -0.105 | 1.000 | 0.973 | -0.329 | -0.028 | -0.122 | 0.055 | 0.097 | 0.212 | -0.138 | 0.003 | -0.004 | -0.004 | 0.098 | -0.073 | 0.152 | 0.163 | 0.559 | 0.200 |
| Feels Like | -0.114 | 0.973 | 1.000 | -0.241 | -0.067 | -0.314 | 0.040 | 0.038 | 0.186 | -0.177 | 0.004 | -0.004 | -0.004 | 0.027 | -0.081 | 0.145 | 0.106 | 0.601 | 0.136 |
| Pressure | -0.040 | -0.329 | -0.241 | 1.000 | -0.358 | -0.338 | -0.093 | -0.384 | -0.349 | -0.170 | 0.013 | -0.006 | -0.001 | -0.487 | 0.071 | 0.084 | 0.445 | 0.179 | 0.457 |
| Humidity | 0.007 | -0.028 | -0.067 | -0.358 | 1.000 | 0.180 | -0.180 | 0.324 | 0.329 | 0.225 | 0.007 | 0.017 | -0.035 | 0.482 | 0.046 | 0.221 | 0.465 | 0.194 | 0.543 |
| Wind Speed | 0.072 | -0.122 | -0.314 | -0.338 | 0.180 | 1.000 | 0.054 | 0.243 | 0.136 | 0.193 | -0.002 | 0.001 | 0.004 | 0.300 | 0.021 | 0.072 | 0.266 | 0.249 | 0.293 |
| Wind Degree | 0.018 | 0.055 | 0.040 | -0.093 | -0.180 | 0.054 | 1.000 | -0.184 | -0.033 | -0.175 | -0.010 | -0.004 | 0.004 | -0.210 | -0.021 | 0.073 | 0.180 | 0.213 | 0.201 |
| Clouds | 0.027 | 0.097 | 0.038 | -0.384 | 0.324 | 0.243 | -0.184 | 1.000 | 0.222 | 0.204 | -0.010 | 0.001 | 0.013 | 0.582 | 0.013 | 0.082 | 0.277 | 0.166 | 0.297 |
| Rain 1h | -0.002 | 0.212 | 0.186 | -0.349 | 0.329 | 0.136 | -0.033 | 0.222 | 1.000 | -0.070 | 0.001 | 0.002 | -0.006 | 0.495 | -0.080 | 0.073 | 0.542 | 0.103 | 0.472 |
| Snow 1h | 0.097 | -0.138 | -0.177 | -0.170 | 0.225 | 0.193 | -0.175 | 0.204 | -0.070 | 1.000 | -0.007 | 0.002 | 0.003 | 0.507 | 0.003 | 0.081 | 0.404 | 0.080 | 0.338 |
| Departure Gate | -0.022 | 0.003 | 0.004 | 0.013 | 0.007 | -0.002 | -0.010 | -0.010 | 0.001 | -0.007 | 1.000 | -0.577 | 0.157 | -0.007 | -0.001 | 0.142 | 0.000 | 0.067 | 0.000 |
| Arrival IATA Code | -0.038 | -0.004 | -0.004 | -0.006 | 0.017 | 0.001 | -0.004 | 0.001 | 0.002 | 0.002 | -0.577 | 1.000 | -0.103 | 0.002 | 0.004 | 0.157 | 0.000 | 0.038 | 0.012 |
| Airline Name | 0.020 | -0.004 | -0.004 | -0.001 | -0.035 | 0.004 | 0.004 | 0.013 | -0.006 | 0.003 | 0.157 | -0.103 | 1.000 | 0.013 | -0.015 | 0.218 | 0.012 | 0.057 | 0.000 |
| Weather Main | 0.054 | 0.098 | 0.027 | -0.487 | 0.482 | 0.300 | -0.210 | 0.582 | 0.495 | 0.507 | -0.007 | 0.002 | 0.013 | 1.000 | -0.072 | 0.060 | 0.963 | 0.213 | 1.000 |
| Weekday of Departure | -0.021 | -0.073 | -0.081 | 0.071 | 0.046 | 0.021 | -0.021 | 0.013 | -0.080 | 0.003 | -0.001 | 0.004 | -0.015 | -0.072 | 1.000 | 0.010 | 0.202 | 0.119 | 0.203 |
| Departure Time of Day | 0.005 | 0.152 | 0.145 | 0.084 | 0.221 | 0.072 | 0.073 | 0.082 | 0.073 | 0.081 | 0.142 | 0.157 | 0.218 | 0.060 | 0.010 | 1.000 | 0.015 | 0.024 | 0.000 |
| Weather Severity | 0.018 | 0.163 | 0.106 | 0.445 | 0.465 | 0.266 | 0.180 | 0.277 | 0.542 | 0.404 | 0.000 | 0.000 | 0.012 | 0.963 | 0.202 | 0.015 | 1.000 | 0.036 | 0.829 |
| Season | 0.045 | 0.559 | 0.601 | 0.179 | 0.194 | 0.249 | 0.213 | 0.166 | 0.103 | 0.080 | 0.067 | 0.038 | 0.057 | 0.213 | 0.119 | 0.024 | 0.036 | 1.000 | 0.016 |
| Visibility | 0.017 | 0.200 | 0.136 | 0.457 | 0.543 | 0.293 | 0.201 | 0.297 | 0.472 | 0.338 | 0.000 | 0.012 | 0.000 | 1.000 | 0.203 | 0.000 | 0.829 | 0.016 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Departure Delay (min) | Temperature | Feels Like | Pressure | Humidity | Wind Speed | Wind Degree | Clouds | Rain 1h | Snow 1h | Departure Gate | Arrival IATA Code | Airline Name | Weather Main | Departure Time of Day | Weekday of Departure | Weather Severity | Season | Visibility | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | -0.177559 | -0.589572 | -0.451384 | 0.638452 | -1.848781 | -0.665376 | -1.498219 | -1.818275 | -0.197941 | -0.179089 | 41.0 | 24.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 |
| 1 | 0.120380 | -0.589572 | -0.451384 | 0.638452 | -1.848781 | -0.665376 | -1.498219 | -1.818275 | -0.197941 | -0.179089 | 43.0 | 4.0 | 31.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 |
| 2 | 2.563484 | -0.589572 | -0.451384 | 0.638452 | -1.848781 | -0.665376 | -1.498219 | -1.818275 | -0.197941 | -0.179089 | 28.0 | 65.0 | 23.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 |
| 3 | 0.030999 | -0.589572 | -0.451384 | 0.638452 | -1.848781 | -0.665376 | -1.498219 | -1.818275 | -0.197941 | -0.179089 | 39.0 | 65.0 | 72.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 |
| 4 | -0.237147 | -0.589572 | -0.451384 | 0.638452 | -1.848781 | -0.665376 | -1.498219 | -1.818275 | -0.197941 | -0.179089 | 69.0 | 21.0 | 4.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 |
| 5 | 0.477908 | -0.589572 | -0.451384 | 0.638452 | -1.848781 | -0.665376 | -1.498219 | -1.818275 | -0.197941 | -0.179089 | 27.0 | 62.0 | 92.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 |
| 6 | -0.833026 | -0.589572 | -0.451384 | 0.638452 | -1.848781 | -0.665376 | -1.498219 | -1.818275 | -0.197941 | -0.179089 | 59.0 | 8.0 | 99.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 |
| 7 | -0.505292 | -0.628954 | -0.606662 | 0.540930 | -1.848781 | -0.334404 | -1.062101 | -1.327380 | -0.197941 | -0.179089 | 25.0 | 61.0 | 3.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 |
| 8 | -0.296735 | -0.628954 | -0.606662 | 0.540930 | -1.848781 | -0.334404 | -1.062101 | -1.327380 | -0.197941 | -0.179089 | 56.0 | 23.0 | 99.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 |
| 9 | -0.237147 | -0.628954 | -0.606662 | 0.540930 | -1.848781 | -0.334404 | -1.062101 | -1.327380 | -0.197941 | -0.179089 | 71.0 | 14.0 | 94.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 |
| Departure Delay (min) | Temperature | Feels Like | Pressure | Humidity | Wind Speed | Wind Degree | Clouds | Rain 1h | Snow 1h | Departure Gate | Arrival IATA Code | Airline Name | Weather Main | Departure Time of Day | Weekday of Departure | Weather Severity | Season | Visibility | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 26850 | 0.448114 | -1.583662 | -1.782920 | -0.239245 | 0.080807 | 0.954178 | 0.729777 | 0.665077 | -0.197941 | -0.179089 | 40.0 | 30.0 | 3.0 | 1.0 | 1.0 | 2.0 | 1.0 | 1.0 | 0.0 |
| 26851 | 0.477908 | -1.583662 | -1.782920 | -0.239245 | 0.080807 | 0.954178 | 0.729777 | 0.665077 | -0.197941 | -0.179089 | 56.0 | 20.0 | 99.0 | 1.0 | 1.0 | 2.0 | 1.0 | 1.0 | 0.0 |
| 26852 | -0.475498 | -1.646911 | -1.544421 | -0.141723 | -1.761073 | -0.524161 | 0.397948 | 0.231935 | -0.197941 | -0.179089 | 50.0 | 14.0 | 3.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 |
| 26853 | 0.507702 | -1.673166 | -1.468304 | -0.141723 | -0.270027 | -0.722744 | 0.824585 | 0.636201 | -0.197941 | -0.179089 | 50.0 | 51.0 | 3.0 | 1.0 | 0.0 | 2.0 | 1.0 | 1.0 | 0.0 |
| 26854 | -0.237147 | -1.583662 | -1.782920 | -0.239245 | 0.080807 | 0.954178 | 0.729777 | 0.665077 | -0.197941 | -0.179089 | 50.0 | 23.0 | 3.0 | 1.0 | 1.0 | 2.0 | 1.0 | 1.0 | 0.0 |
| 26855 | 0.835435 | -2.130232 | -2.138132 | -0.239245 | 1.133309 | -0.250558 | 0.502237 | -0.489970 | -0.197941 | -0.179089 | 45.0 | 28.0 | 13.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 |
| 26856 | 1.818635 | -1.917810 | -2.067089 | -0.239245 | -1.147113 | 0.954178 | 0.824585 | 0.665077 | -0.197941 | -0.179089 | 50.0 | 65.0 | 3.0 | 1.0 | 0.0 | 2.0 | 1.0 | 1.0 | 0.0 |
| 26857 | -0.862820 | -1.756703 | -1.930079 | -0.239245 | -0.357736 | 1.183652 | 0.919394 | 0.665077 | -0.197941 | -0.179089 | 50.0 | 55.0 | 74.0 | 1.0 | 0.0 | 2.0 | 1.0 | 1.0 | 0.0 |
| 26858 | 0.358732 | -1.756703 | -1.930079 | -0.239245 | -0.357736 | 1.183652 | 0.919394 | 0.665077 | -0.197941 | -0.179089 | 50.0 | 53.0 | 3.0 | 1.0 | 0.0 | 2.0 | 1.0 | 1.0 | 0.0 |
| 26859 | 0.239556 | -1.583662 | -1.782920 | -0.239245 | 0.080807 | 0.954178 | 0.729777 | 0.665077 | -0.197941 | -0.179089 | 50.0 | 23.0 | 3.0 | 1.0 | 1.0 | 2.0 | 1.0 | 1.0 | 0.0 |
Most frequently occurring
| Departure Delay (min) | Temperature | Feels Like | Pressure | Humidity | Wind Speed | Wind Degree | Clouds | Rain 1h | Snow 1h | Departure Gate | Arrival IATA Code | Airline Name | Weather Main | Departure Time of Day | Weekday of Departure | Weather Severity | Season | Visibility | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | -0.86282 | -2.182741 | -2.289350 | 0.931018 | 1.221018 | 0.027458 | -1.498219 | 0.260811 | -0.197941 | -0.179089 | 62.0 | 12.0 | 99.0 | 1.0 | 0.0 | 5.0 | 1.0 | 1.0 | 0.0 | 2 |
| 1 | -0.86282 | -1.790117 | -1.958496 | 0.638452 | 1.045601 | 0.314300 | -1.460296 | -1.500637 | -0.197941 | -0.179089 | 60.0 | 29.0 | 13.0 | 1.0 | 2.0 | 5.0 | 1.0 | 1.0 | 0.0 | 2 |
| 2 | -0.86282 | -1.714934 | -1.536302 | 0.443408 | 1.571852 | -0.674202 | -1.488738 | 0.636201 | -0.197941 | -0.179089 | 13.0 | 49.0 | 4.0 | 1.0 | 2.0 | 6.0 | 1.0 | 1.0 | 0.0 | 2 |
| 3 | -0.86282 | -1.712547 | -1.182105 | 0.345886 | 1.571852 | -1.137562 | -1.175871 | 0.665077 | -0.197941 | -0.179089 | 38.0 | 36.0 | 7.0 | 1.0 | 2.0 | 6.0 | 1.0 | 1.0 | 0.0 | 2 |
| 4 | -0.86282 | -1.309183 | -1.446991 | 0.931018 | -0.533153 | 0.226041 | -1.365487 | 0.549573 | -0.197941 | -0.179089 | 24.0 | 58.0 | 69.0 | 1.0 | 0.0 | 5.0 | 1.0 | 1.0 | 0.0 | 2 |
| 5 | -0.86282 | -1.242354 | -1.325205 | 0.833496 | -0.620862 | 0.018632 | -1.327564 | 0.462944 | -0.197941 | -0.179089 | 32.0 | 37.0 | 4.0 | 1.0 | 0.0 | 5.0 | 1.0 | 1.0 | 0.0 | 2 |
| 6 | -0.86282 | -1.242354 | -1.325205 | 0.833496 | -0.620862 | 0.018632 | -1.327564 | 0.462944 | -0.197941 | -0.179089 | 65.0 | 32.0 | 99.0 | 1.0 | 0.0 | 5.0 | 1.0 | 1.0 | 0.0 | 2 |
| 7 | -0.86282 | -1.174331 | -1.434813 | 0.735974 | -1.059404 | 1.183652 | -1.450815 | 0.665077 | -0.197941 | -0.179089 | 50.0 | 56.0 | 72.0 | 1.0 | 2.0 | 5.0 | 1.0 | 1.0 | 0.0 | 2 |
| 8 | -0.86282 | -1.174331 | -1.434813 | 0.735974 | -1.059404 | 1.183652 | -1.450815 | 0.665077 | -0.197941 | -0.179089 | 62.0 | 23.0 | 19.0 | 1.0 | 2.0 | 5.0 | 1.0 | 1.0 | 0.0 | 2 |
| 9 | -0.86282 | -1.138529 | -0.954770 | 0.833496 | -0.620862 | -0.722744 | -1.308602 | 0.491820 | -0.197941 | -0.179089 | 37.0 | 2.0 | 59.0 | 1.0 | 1.0 | 5.0 | 1.0 | 1.0 | 0.0 | 2 |